Run
8607841

Run 8607841

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1606
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.689145641238429
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9558.7087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1386.8309
UserCPU time millis
351.29
UserCPU time millis testing
17.32
UserCPU time millis training
333.97